Replication Material for "Reforming Global Governance: Power, Alliance, and Institutional Performance"

## 1 Information

Authors: Allison Carnegie and Richard Clark
Date: August 4, 2022
Contact email: richard.clark@cornell.edu

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# 2 File overview

## 2.1 Data files

ibrdreformfull.csv - complete dataset with one year lagged independent variables and multiple imputation

ibrdreformsub.csv - complete dataset with one year lagged independent variables but no imputation


## 2.2 .R files

Carnegie_Clark_Replication.R - contains all code needed to build datasets from source data and replicate analyses

## 2.3 R Version 

All data analyses in this article were carried out using R Studio Version 1.1.419 and R version 3.5.2, both for Mac

## 2.4 Codebook

The codebook is included as a PDF document. I include a codebook for the dataset utilized in the main analysis --ibrdreformfull.csv. The other dataset used includes the same variables.

CB_ibrdreformfull.csv - complete dataset with one year lagged independent variables and multiple imputation

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# 3 Data source files. Note that observations are uniquely linked to their source datasets by country-year in our final datasets. Full references for the author-date cites listed below can be found in the paper's references section. We are not violating any terms of use or licenses by distributing these data.

ally.csv - alliance data from Leeds et al. (2002)

davis_pratt_io_list.csv - list of IOs in Davis and Pratt (2021)

Dyadic_COW_4.0.csv - version 4.0 of the COW dyadic trade dataset

dyadic_formatv3.csv - version 3.0 of the COW dyadic IO membership dataset

Dyadicdata.RData - dyadic UN voting data from Bailey, Strezhnev and Voeten (2017)

gdp.csv - GDP data from WDI downloaded in October 2019

ibrdvotes.csv - hand-coded data on IBRD voting shares and memberships in regional MDBs

IDS.csv - international debt statistics downloaded from World Bank in June 2020

IEG_clean.csv - hand-cleaned IEG performance data downloaded from World Bank in 2019

IEG_World_Bank_Project_Performance_Ratings.csv - complete, uncleaned IEG data downloaded in 2019

Malik_Stone_Full.csv - performance data from Malik and Stone (2018)

p4v2017.csv - 2017 version of the polity dataset restricted to only polity2 scores

reformp_cat_ibrd.csv - hand-coded categorical data for World Bank reforms

reformp.csv - hand-coded World Bank reform data; covers IBRD and is comprehensive

SIGO.csv - full replication dataset from Davis and Pratt (2021)

state_year_formatv3 - version 3.0 of the monadic COW IO membership data

unsc.csv - data on non-permanent United Nations Security Council membership; it was originally downloaded from Dreher, Sturm and Vreeland's (2009) replication materials, but I hand-code based on online resources to bring it up-to-date

us_foreignaid_greenbook.csv - data from U.S. aid greenbook downloaded in August 2020

wb_pres.csv - hand-coded data on World Bank presidents

WDI11.7.19.csv - economic covariates accessed from the World Development Indicators in November 2019

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## 4 List of required Packages

Note: All packages are available from CRAN as of 8/4/22. 

{pacman, foreign, ggplot2, plm, reshape2, countrycode, sandwich, lmtest, MASS, glmnet, mgcv, rworldmap, RColorBrewer, states, mice, VIM, stargazer, margins, clusterSEs, lme4, optimx, coefplot, topicmodels, tidytext, tm, dplyr, wordcloud, interplot, class, DataCombine, bife, interplot, ivmodel, tidyr,
haven, sjPlot, panelView, grid, gridExtra}
